# ColBERT Vector Representation

A visual retrieval model based on Qwen2.5-VL-3B-Instruct and ColBERT strategy, capable of generating multi-vector representations for text and images to enable efficient document retrieval.

A visual retrieval model based on Qwen2-VL-7B-Instruct using ColBERT strategy, focusing on efficient visual feature indexing for documents

A visual retrieval model based on Qwen2-VL-7B-Instruct and ColBERT strategy, supporting multi-vector text and image representation

ColPali is a vision-language model extended from PaliGemma-3B, capable of efficiently indexing documents through visual features and generating ColBERT-style multi-vector representations.